Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina
Fil: Díaz, María del Pilar. Universidad Nacional de Córdoba. Facultad de Ciencias Médicas. Escuela de Nutrición, Argentina.
| Main Authors: | , , |
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| Format: | conferenceObject |
| Language: | eng |
| Published: |
2021
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| Subjects: | |
| Online Access: | http://hdl.handle.net/11086/17902 |
| _version_ | 1801214508102844416 |
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| author | Díaz, María del Pilar Vargas, José M. Díaz, Margarita |
| author_facet | Díaz, María del Pilar Vargas, José M. Díaz, Margarita |
| author_sort | Díaz, María del Pilar |
| collection | Repositorio Digital Universitario |
| description | Fil: Díaz, María del Pilar. Universidad Nacional de Córdoba. Facultad de Ciencias Médicas. Escuela de Nutrición, Argentina. |
| format | conferenceObject |
| id | rdu-unc.17902 |
| institution | Universidad Nacional de Cordoba |
| language | eng |
| publishDate | 2021 |
| record_format | dspace |
| spelling | rdu-unc.179022023-08-30T13:17:50Z Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina Díaz, María del Pilar Vargas, José M. Díaz, Margarita GLLAMM Latent variable CFA Socio-technological dimensions Identifiability Fil: Díaz, María del Pilar. Universidad Nacional de Córdoba. Facultad de Ciencias Médicas. Escuela de Nutrición, Argentina. Fil: Vargas, José M. Universidad Nacional de Córdoba. Facultad de Ciencias Económicas. Instituto de Estadística y Demografía; Argentina. Fil: Vargas, José M. Universidad Nacional de Villa María. Instituto de Ciencias Básicas y Aplicadas; Argentina. Fil: Díaz, Margarita. Universidad Nacional de Córdoba. Facultad de Ciencias Económicas. Instituto de Estadística y Demografía; Argentina. Based on a theoretical-social model which states that Communication and Information Technologies (CITs) infuence the human development, due to the impact they have on economic growth, this work explores the relationship between the social, economic and technological dimensions or constructs, in aprovince, Córdoba, of Argentina. Confirmatory common framework (GLLAMMs, Skrondal & Rabe-Hesketh, 2004) was performed considering three level modeling. This approach allowed us to identify some indicators that measure constructs and help characterize the level of development of our region using hierarchical information. Since the estimation method was based on full information maximum likelihood, we devoted special attention to the identifiability of the parameters. Two constructs to describe the socioeconomic and technological (SET) development at the district level were obtained. Due to correlation between the two latent variables at department level was near one, a new common factor model containing only one dimension was appropriate. Fil: Díaz, María del Pilar. Universidad Nacional de Córdoba. Facultad de Ciencias Médicas. Escuela de Nutrición, Argentina. Fil: Vargas, José M. Universidad Nacional de Córdoba. Facultad de Ciencias Económicas. Instituto de Estadística y Demografía; Argentina. Fil: Vargas, José M. Universidad Nacional de Villa María. Instituto de Ciencias Básicas y Aplicadas; Argentina. Fil: Díaz, Margarita. Universidad Nacional de Córdoba. Facultad de Ciencias Económicas. Instituto de Estadística y Demografía; Argentina. Estadística y Probabilidad 2021-04-27T22:34:10Z 2021-04-27T22:34:10Z 2013-07 conferenceObject 978-88-96251-49-2 http://hdl.handle.net/11086/17902 eng Atribución-NoComercial-CompartirIgual 4.0 Internacional http://creativecommons.org/licenses/by-nc-sa/4.0/ Digital |
| spellingShingle | GLLAMM Latent variable CFA Socio-technological dimensions Identifiability Díaz, María del Pilar Vargas, José M. Díaz, Margarita Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title | Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title_full | Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title_fullStr | Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title_full_unstemmed | Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title_short | Multilevel factor models: Identification of three-level model parameters for the study of regional development in Argentina |
| title_sort | multilevel factor models identification of three level model parameters for the study of regional development in argentina |
| topic | GLLAMM Latent variable CFA Socio-technological dimensions Identifiability |
| url | http://hdl.handle.net/11086/17902 |
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